2025
Real-Time Out-of-Distribution Failure Prevention via Multi-Modal Reasoning
CoRL 2025oral
Foundation models can provide robust high-level reasoning on appropriate safety interventions in hazardous scenarios beyond a robot's training data, i.e. out-of-distribution (OOD) failures. However, due to the high inference latency of Large Vision and Language Models, current methods rely on manual…